content: /* Copyright 2017 The TensorFlow Authors. All Rights Reserved.
  
  Licensed under the Apache License, Version 2.0 (the "License");
  you may not use this file except in compliance with the License.
  You may obtain a copy of the License at
  
      http://www.apache.org/licenses/LICENSE-2.0
  
  Unless required by applicable law or agreed to in writing, software
  distributed under the License is distributed on an "AS IS" BASIS,
  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
  See the License for the specific language governing permissions and
  limitations under the License.
  ==============================================================================*/
  
  package org.tensorflow;
  
  import static org.junit.Assert.assertEquals;
  import static org.junit.Assert.assertNotEquals;
  import static org.junit.Assert.assertNotNull;
  import static org.junit.Assert.assertTrue;
  import static org.junit.Assert.fail;
  
  import java.util.Arrays;
  import java.util.HashSet;
  import java.util.Set;
  
  import org.junit.Test;
  import org.junit.runner.RunWith;
  import org.junit.runners.JUnit4;
  
  /** Unit tests for {@link org.tensorflow.GraphOperation}. */
  @RunWith(JUnit4.class)
  public class GraphOperationTest {
  
    @Test
    public void outputListLengthFailsOnInvalidName() {
      try (Graph g = new Graph()) {
        Operation op =
            g.opBuilder("Add", "Add")
                .addInput(TestUtil.constant(g, "x", 1))
                .addInput(TestUtil.constant(g, "y", 2))
                .build();
        assertEquals(1, op.outputListLength("z"));
  
        try {
          op.outputListLength("unknown");
          fail("Did not catch bad name");
        } catch (IllegalArgumentException iae) {
          // expected
        }
      }
    }
  
    @Test
    public void operationEquality() {
      GraphOperation op1;
      try (Graph g = new Graph()) {
        op1 = TestUtil.constantOp(g, "op1", 1);
        GraphOperation op2 = TestUtil.constantOp(g, "op2", 2);
        GraphOperation op3 = new GraphOperation(g, op1.getUnsafeNativeHandle());
        GraphOperation op4 = g.operation("op1");
        assertEquals(op1, op1);
        assertNotEquals(op1, op2);
        assertEquals(op1, op3);
        assertEquals(op1.hashCode(), op3.hashCode());
        assertEquals(op1, op4);
        assertEquals(op1.hashCode(), op4.hashCode());
        assertEquals(op3, op4);
        assertNotEquals(op2, op3);
        assertNotEquals(op2, op4);
      }
      try (Graph g = new Graph()) {
        Operation newOp1 = TestUtil.constant(g, "op1", 1).op();
        assertNotEquals(op1, newOp1);
      }
    }
  
    @Test
    public void operationCollection() {
      try (Graph g = new Graph()) {
        GraphOperation op1 = TestUtil.constantOp(g, "op1", 1);
        GraphOperation op2 = TestUtil.constantOp(g, "op2", 2);
        GraphOperation op3 = new GraphOperation(g, op1.getUnsafeNativeHandle());
        GraphOperation op4 = g.operation("op1");
        Set<Operation> ops = new HashSet<>();
        ops.addAll(Arrays.asList(op1, op2, op3, op4));
        assertEquals(2, ops.size());
        assertTrue(ops.contains(op1));
        assertTrue(ops.contains(op2));
        assertTrue(ops.contains(op3));
        assertTrue(ops.contains(op4));
      }
    }
  
    @Test
    public void operationToString() {
      try (Graph g = new Graph()) {
        Operation op = TestUtil.constant(g, "c", new int[] {1}).op();
        assertNotNull(op.toString());
      }
    }
  
    @Test
    public void outputEquality() {
      try (Graph g = new Graph()) {
        Output<Integer> output = TestUtil.constant(g, "c", 1);
        Output<Integer> output1 = output.op().<Integer>output(0);
        Output<Integer> output2 = g.operation("c").<Integer>output(0);
        assertEquals(output, output1);
        assertEquals(output.hashCode(), output1.hashCode());
        assertEquals(output, output2);
        assertEquals(output.hashCode(), output2.hashCode());
      }
    }
  
    @Test
    public void outputCollection() {
      try (Graph g = new Graph()) {
        Output<Integer> output = TestUtil.constant(g, "c", 1);
        Output<Integer> output1 = output.op().<Integer>output(0);
        Output<Integer> output2 = g.operation("c").<Integer>output(0);
        Set<Output<Integer>> ops = new HashSet<>();
        ops.addAll(Arrays.asList(output, output1, output2));
        assertEquals(1, ops.size());
        assertTrue(ops.contains(output));
        assertTrue(ops.contains(output1));
        assertTrue(ops.contains(output2));
      }
    }
  
    @Test
    public void outputToString() {
      try (Graph g = new Graph()) {
        Output<Integer> output = TestUtil.constant(g, "c", new int[] {1});
        assertNotNull(output.toString());
      }
    }
  
    @Test
    public void outputListLength() {
      assertEquals(1, split(new int[] {0, 1}, 1));
      assertEquals(2, split(new int[] {0, 1}, 2));
      assertEquals(3, split(new int[] {0, 1, 2}, 3));
    }
  
    @Test
    public void inputListLength() {
      assertEquals(1, splitWithInputList(new int[] {0, 1}, 1, "split_dim"));
      try {
        splitWithInputList(new int[] {0, 1}, 2, "inputs");
      } catch (IllegalArgumentException iae) {
        // expected
      }
    }
  
    @Test
    public void outputList() {
      try (Graph g = new Graph()) {
        Operation split = TestUtil.split(g, "split", new int[] {0, 1, 2}, 3);
        Output<?>[] outputs = split.outputList(1, 2);
        assertNotNull(outputs);
        assertEquals(2, outputs.length);
        for (int i = 0; i < outputs.length; ++i) {
          assertEquals(i + 1, outputs[i].index());
        }
      }
    }
  
    @Test
    public void outputTensorNotSupported() {
      try (Graph g = new Graph()) {
        Operation split = TestUtil.split(g, "split", new int[] {0, 1, 2}, 3);
        try {
          split.output(0).tensor();
          fail();
        } catch (IllegalStateException e) {
        }
      }
    }
  
    private static int split(int[] values, int num_split) {
      try (Graph g = new Graph()) {
        return g.opBuilder("Split", "Split")
            .addInput(TestUtil.constant(g, "split_dim", 0))
            .addInput(TestUtil.constant(g, "values", values))
            .setAttr("num_split", num_split)
            .build()
            .outputListLength("output");
      }
    }
  
    private static int splitWithInputList(int[] values, int num_split, String name) {
      try (Graph g = new Graph()) {
        return g.opBuilder("Split", "Split")
            .addInput(TestUtil.constant(g, "split_dim", 0))
            .addInput(TestUtil.constant(g, "values", values))
            .setAttr("num_split", num_split)
            .build()
            .inputListLength(name);
      }
    }
  }
  